How Google’s 'internal RL' could unlock long-horizon AI agents

Google researchers introduce ‘Internal RL,’ a technique that steers an models' hidden activations to solve long-horizon tasks ...

Plan, Code, and Review in Parallel with Agents in Claude Code

Create custom helpers in Claude Code with Opus, Sonnet, or Haiku models, so you run parallel coding and reviews while keeping ...

Claude Cowork automates complex tasks for you now - at your own risk

Available first to Claude Max subscribers, the research preview empowers Anthropic's chatbot to handle complex tasks.

Meet Claude Cowork, Your On-Device AI Helper & Browser Automation System

Meet Claude Cowork, Anthropic’s local agent with file access, Slack and calendar connectors, and bash support, helping ...
Analytics India Magazine

Complex Reinforcement Learning Tasks Can Cost Up to $20,000 Each: EpochAI Report

Among those interviewed, one RL environment founder said, “I’ve seen $200 to $2,000 mostly. $20k per task would be rare but ...

AI Use: Complex Tasks Are Delegated, Routine Remains

An investigation by AI developer Anthropic shows that AI primarily takes over complex tasks. This leads to "deskilling" in ...
VentureBeat

AI agents fail 63% of the time on complex tasks. Patronus AI says its new 'living' training worlds can fix that.

Patronus AI, the artificial intelligence evaluation startup backed by $20 million from investors including Lightspeed Venture Partners and Datadog, unveiled a new training architecture Tuesday that it ...